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Ismail O, Zheng C, Chamberlain T, Zakhvatayeva A, Hare C, Yost E, Muliadi AR, Wu CY. An experimental study on flow behaviour of pharmaceutical powders during suction filling. Int J Pharm 2024; 662:124527. [PMID: 39079593 DOI: 10.1016/j.ijpharm.2024.124527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 08/09/2024]
Abstract
Die filling is a crucial step in the pharmaceutical tablet manufacturing process. For industrial-scale production using rotary presses, suction filling is typically employed due to its significant efficiency advantages over gravity filling. Despite its widespread use, our understanding of the suction filling process remains limited. Specifically, there is insufficient comprehension of how filling performance is influenced by factors such as suction velocity, filling velocity, and the properties of the powder materials. Building on our previous research, this study aims to further investigate the effects of powder properties and process parameters (e.g., filling velocity, suction velocity, fill depth) on suction filling behaviour. A systematic experimental investigation was conducted using a model suction filling system, considering both cohesive and free-flowing pharmaceutical powders. The effect of fill depth on suction filling of these powders was examined at different filling and suction velocities. The results demonstrate that two distinctive flow regimes for suction filling can be identified: slow filling and fast filling. These regimes are delineated by a critical filling-to-suction velocity ratio. In the slow filling regime, the filling-to-suction velocity ratio is lower than the critical ratio, meaning that the filling phase is slower than the suction phase. Conversely, the fast filling regime occurs when the filling-to-suction velocity ratio exceeds the critical ratio, implying that the filling phase is faster than the suction phase. This study reveals, for the first time, that when the powder flow pattern during suction filling is dominated by plug flow, full die fill (i.e., the fill ratio equals unity) is achieved in the slow filling regime. However, in the fast filling regime, incomplete die fill is obtained. It is also found that when plug flow prevails during fast filling, the fill ratio has an inverse correlation with the filling-to-suction velocity ratio. This study further reveals that when the plug flow assumption is valid, the filling ratio at various fill-to-suction velocity ratios can be well predicted mathematically. Furthermore, it is also found that once the powder flow pattern differs from the ideal plug flow, which could be induced by the filling conditions and powder cohesion, the fill ratio can be overpredicted.
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Affiliation(s)
- Omar Ismail
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, Surrey GU2 7XH, UK
| | - Chao Zheng
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, Surrey GU2 7XH, UK
| | - Thomas Chamberlain
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, Surrey GU2 7XH, UK
| | - Anastasiya Zakhvatayeva
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, Surrey GU2 7XH, UK
| | - Colin Hare
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, Surrey GU2 7XH, UK; School of Chemical Engineering, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK
| | - Edward Yost
- Synthetic Molecule Pharmaceutics, Genentech Inc., One DNA Way, South San Francisco, CA 94080, USA
| | - Ariel R Muliadi
- Synthetic Molecule Pharmaceutics, Genentech Inc., One DNA Way, South San Francisco, CA 94080, USA
| | - Chuan-Yu Wu
- School of Chemistry and Chemical Engineering, University of Surrey, Guildford, Surrey GU2 7XH, UK.
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De Souter L, Nitert BJ, Waeytens R, Kumar A, De Beer T. The effect of material properties and process parameters on die filling at varying throughputs: A PLS-model-based analysis. Int J Pharm 2024; 661:124357. [PMID: 38897490 DOI: 10.1016/j.ijpharm.2024.124357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 06/16/2024] [Accepted: 06/16/2024] [Indexed: 06/21/2024]
Abstract
When tablets are manufactured on a rotary tablet press and the throughput is increased, it leads to changes in powder dynamics during die filling due to formulation characteristics and changing powder flow in the feed frame. This may result, a.o. in increased tablet weight variability, poorer content uniformity, capping and lamination. This research focuses on explaining the die filling performance depending on material properties and process settings, including throughput for small and large tablets. It was concluded that throughput had a negative impact on die filling variability, which is related to reduced residence time and lower fill fraction of the feed frame and dies. Furthermore, the die filling mechanism was inherently different for large tablets in comparison to small tablets. Higher die filling consistency was observed for dense, less porous, less compressible and better flowing powders. As a result of this work, a model was developed to predict the impact of formulation properties and process settings on die filling variability and its dependency on changes in throughput. This model will benefit formulation development at an early stage when active ingredient availability may be challenging as it will avoid the need to conduct experiments at high throughputs.
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Affiliation(s)
- L De Souter
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium
| | - B J Nitert
- Janssen Pharmaceutica NV, 2340 Beerse, Belgium
| | - R Waeytens
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium; BIOMATH, Department of Mathematical Modelling, Statistics and Bio-informatics, Ghent University, Belgium
| | - A Kumar
- Pharmaceutical Engineering Research Group, Ghent University, Belgium
| | - T De Beer
- Laboratory of Pharmaceutical Process Analytical Technology, Ghent University, Belgium.
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3
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Meruva S, Singaraju AB, Vinjamuri BP, Ternik R, Stagner WC. Current State of Minitablet Product Design: A Review. J Pharm Sci 2024; 113:1123-1154. [PMID: 38369020 DOI: 10.1016/j.xphs.2024.02.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 02/12/2024] [Accepted: 02/12/2024] [Indexed: 02/20/2024]
Abstract
Interest in minitablets (MTs) has grown exponentially over the last 20 years and especially the last decade, as evidenced by the number of publications cited in Scopus and PubMed. MTs offer significant opportunities for personalized medicine, dose titration and flexible dosing, taste masking, and customizing drug delivery systems. Advances in specialized MT tooling, manufacturing, and characterization instrumentation have overcome many of the earlier development issues. Breakthrough MT swallowability, acceptability, and palatability research have challenged the long-standing idea that only liquids are acceptable dosage forms for infants and young children. MTs have been shown to be a highly acceptable dosage form for infants, small children, and geriatric patients who have difficulty swallowing. This review discusses the current state of MT applications, acceptability in pediatric and geriatric populations, medication adherence, manufacturing processes such as tableting and coating, running powder and tablet characterization, packaging and MT dispensing, and regulatory considerations.
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Affiliation(s)
| | | | - Bhavani Prasad Vinjamuri
- Department of Pharmaceutics and Drug Delivery, The University of Mississippi, University, MS 38677, USA
| | - Robert Ternik
- Rolara Medaka Consulting LLC, Fishers, IN 46037, USA
| | - William C Stagner
- Campbell University College of Pharmacy & Health Sciences, Buies Creek, NC 27506, USA.
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Lyytikäinen J, Kyllönen S, Ervasti T, Komulainen E, Pekarek T, Slunečková J, Leskinen J, Ketolainen J, Kubelka T, Stasiak P, Korhonen O. Challenges encountered in the transfer of atorvastatin tablet manufacturing - commercial batch-based production as a basis for small-scale continuous tablet manufacturing tests. Int J Pharm 2023; 647:123509. [PMID: 37832703 DOI: 10.1016/j.ijpharm.2023.123509] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Revised: 10/07/2023] [Accepted: 10/10/2023] [Indexed: 10/15/2023]
Abstract
As is the case with batch-based tableting processes, continuous tablet manufacturing can be conducted by direct compression or with a granulation step such as dry or wet granulation included in the production procedure. In this work, continuous manufacturing tests were performed with a commercial tablet formulation, while maintaining its original material composition. Challenges were encountered with the feeding performance of the API during initial tests which required designing different powder pre-blend compositions. After the pre-blend optimization phase, granules were prepared with a roller compactor. Tableting was conducted with the granules and an additional brief continuous direct compression run was completed with some ungranulated mixture. The tablets were assessed with off-line tests, applying the quality requirements demanded for the batch-manufactured product. Chemical maps were obtained by Raman mapping and elemental maps by scanning electron microscopy with energy-dispersive X-ray spectroscopy. Large variations in both tablet weights and breaking forces were observed in all tested samples, resulting in significant quality complications. It was suspected that the API tended to adhere to the process equipment, accounting for the low API content in the powder mixture and tablets. These results suggest that this API or the tablet composition was unsuitable for manufacturing in a continuous line; further testing could be continued with different materials and changes in the process.
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Affiliation(s)
- Jenna Lyytikäinen
- School of Pharmacy, PromisLab, University of Eastern Finland, Kuopio, Finland.
| | - Saini Kyllönen
- School of Pharmacy, PromisLab, University of Eastern Finland, Kuopio, Finland.
| | - Tuomas Ervasti
- School of Pharmacy, PromisLab, University of Eastern Finland, Kuopio, Finland.
| | - Eelis Komulainen
- School of Pharmacy, PromisLab, University of Eastern Finland, Kuopio, Finland.
| | | | | | - Jari Leskinen
- Department of Technical Physics, University of Eastern Finland, Kuopio, Finland.
| | - Jarkko Ketolainen
- School of Pharmacy, PromisLab, University of Eastern Finland, Kuopio, Finland.
| | | | | | - Ossi Korhonen
- School of Pharmacy, PromisLab, University of Eastern Finland, Kuopio, Finland.
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5
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Schomberg A, Kwade A, Finke J. Modeling gravity filling of dies on a rotary tablet press. POWDER TECHNOL 2023. [DOI: 10.1016/j.powtec.2022.117998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Hejduk A, Teżyk M, Jakubowska E, Krüger K, Lulek J. Implementing the Design of Experiments (DoE) Concept into the Development Phase of Orodispersible Minitablets (ODMTs) Containing Melatonin. AAPS PharmSciTech 2022; 23:60. [PMID: 35059900 PMCID: PMC8816488 DOI: 10.1208/s12249-021-02185-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Accepted: 11/22/2021] [Indexed: 02/05/2023] Open
Abstract
Development of orodispersible minitablets (ODMTs) requires consideration of aspects related to small dimensions, while ensuring short disintegration time with sufficient mechanical stability. In order to meet these and other critical quality attributes (CQAs), quality by design is encouraged. According to this approach, formulation and compression process factors were systematically studied using design of experiments (Plackett-Burman for screening purposes, full and fractional factorial design for in-depth characterization) to understand their influence on CQAs of orodispersible minitablets containing melatonin. Mathematical models describing the relationships between processing variables and attributes such as resistance to crushing and disintegration time were successfully developed, characterized by high coefficients of determination (R2adj = 0.90-0.97) and prediction errors in the range (+2.4 to -10.8%). In conclusion, based on these models, the design space was created for melatonin ODMTs, ensuring the product's quality and process robustness. Moreover, the study demonstrated the suitability of texture analysis as an alternative to compendial measurement methods of resistance to crushing and disintegration time. Graphical abstract.
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Usuda S, Masukawa N, Leong KH, Okada K, Onuki Y. Effects of Manufacturing Process Variables on the Tablet Weight Variation of Mini-tablets Clarified by a Definitive Screening Design. Chem Pharm Bull (Tokyo) 2021; 69:896-904. [PMID: 34470954 DOI: 10.1248/cpb.c21-00427] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
This study investigated the effect of manufacturing process variables of mini-tablets, in particular, the effect of process variables concerning fluidized bed granulation on tablet weight variation. Test granules were produced with different granulation conditions according to a definitive screening design (DSD). The five evaluated factors assigned to DSD were: the grinding speed of the sample mill at the grinding process of the active pharmaceutical ingredient (X1), microcrystalline cellulose content in granules (X2), inlet air temperature (X3), binder concentration (X4) and the spray speed of the binder solution (X5) at the granulation process. First, the relationships between the evaluated factors and the granule properties were investigated. As a result of the DSD analysis, the mode of action of granulation parameters on the granule properties was fully characterized. Subsequently, the variation in tablet weight was examined. In addition to mini-tablets (3 mm diameter), this experiment assessed regular tablets (8 mm diameter). From the results for regular tablets, the variation in tablet weight was affected by the flowability of granules. By contrast, regarding the mini-tablets, no significant effect on the variation of tablet weight was found from the evaluated factors. From this result, this study further focused on other important factors besides the granulation process, and then the effect of the die-hole position of the multiple-tip tooling on tablet weight variation was proven to be significant. Our findings provide a better understanding of manufacturing mini-tablets.
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Affiliation(s)
- Shui Usuda
- Laboratory of Pharmaceutical Technology, Graduate School of Medicine and Pharmaceutical Science for Research, University of Toyama
| | | | - Kok Hoong Leong
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Malaya
| | - Kotaro Okada
- Laboratory of Pharmaceutical Technology, Graduate School of Medicine and Pharmaceutical Science for Research, University of Toyama
| | - Yoshinori Onuki
- Laboratory of Pharmaceutical Technology, Graduate School of Medicine and Pharmaceutical Science for Research, University of Toyama
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Kurashima H, Uchida S, Kashiwagura Y, Tanaka S, Namiki N. Evaluation of Weight Variation in Mini-Tablets Manufactured by a Multiple-Tip Tool. Chem Pharm Bull (Tokyo) 2020; 68:981-988. [PMID: 32999150 DOI: 10.1248/cpb.c20-00460] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Recently, owing to their pharmaceutical and clinical utility, mini-tablets have been well studied by researchers. Mini-tablets are usually manufactured by compression molding using a multiple-tip tool in a rotary tableting machine. Owing to their special structure, ensuring uniformity is a very important challenge in the manufacturability of mini-tablets using the multiple-tip tool. In this study, we aimed to evaluate the weight variation in mini-tablets produced by a multiple-tip tool, which is considered to be the root cause affecting the uniformity, and to investigate the physical properties of drug granules and tableting conditions in a rotary tableting machine that could reduce this weight variation. In addition, the relationship between these factors and response was visualized using response surface analysis. It was shown that the weight variation in mini-tablets produced by a multiple-tip tool was reduced when using a forced feeder compared with an open feeder. Furthermore, in the case of an open feeder, the optimal range of the average particle size diameter of drug granules and the rotational speed of the rotating disc in the rotary tableting machine were determined from response surface analysis. It was suggested that it is possible to reduce the weight variation in the mini-tablets by selecting drug granules with an average particle size diameter of 100-150 µm and using tableting conditions with a rotational speed of 40-60 rpm. This study elucidated the factors that affect uniformity and determined their optimal range for the manufacture of mini-tablets.
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Affiliation(s)
- Homare Kurashima
- Department of Pharmacy Practice and Science, School of Pharmaceutical Sciences, University of Shizuoka.,Pharmaceutical Research Lab., Kissei Pharmaceutical Co., Ltd
| | - Shinya Uchida
- Department of Pharmacy Practice and Science, School of Pharmaceutical Sciences, University of Shizuoka
| | - Yasuharu Kashiwagura
- Department of Pharmacy Practice and Science, School of Pharmaceutical Sciences, University of Shizuoka
| | - Shimako Tanaka
- Department of Pharmacy Practice and Science, School of Pharmaceutical Sciences, University of Shizuoka
| | - Noriyuki Namiki
- Department of Pharmacy Practice and Science, School of Pharmaceutical Sciences, University of Shizuoka
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9
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Flow behaviour of pharmaceutical powders during rotary die filling with a paddle feeder. Int J Pharm 2020; 585:119547. [DOI: 10.1016/j.ijpharm.2020.119547] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 06/11/2020] [Accepted: 06/12/2020] [Indexed: 11/23/2022]
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10
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Kotlowska H, Krotka J, Szymanska M, Kubiak B, Sznitowska M, Nalluri BN. The use of novel tools for the assessment of powders and granules flow properties and for the analysis of minitablets compression process. Drug Dev Ind Pharm 2020; 46:547-556. [DOI: 10.1080/03639045.2020.1734020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Hanna Kotlowska
- Department of Pharmaceutical Technology, Medical University of Gdansk, Gdansk, Poland
| | - Joanna Krotka
- Department of Pharmaceutical Technology, Student Chapter of ISPE, Gdansk, Poland
| | - Marta Szymanska
- Department of Pharmaceutical Technology, Student Chapter of ISPE, Gdansk, Poland
| | | | - Malgorzata Sznitowska
- Department of Pharmaceutical Technology, Medical University of Gdansk, Gdansk, Poland
| | - Buchi N. Nalluri
- Department of Pharmaceutics, KVSR Siddhartha College of Pharmaceutical Sciences, Vijayawada, India
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The Challenge of Die Filling in Rotary Presses-A Systematic Study of Material Properties and Process Parameters. Pharmaceutics 2020; 12:pharmaceutics12030248. [PMID: 32164230 PMCID: PMC7150958 DOI: 10.3390/pharmaceutics12030248] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/03/2020] [Accepted: 03/05/2020] [Indexed: 11/20/2022] Open
Abstract
For the efficient and safe production of pharmaceutical tablets, a deep process understanding is of high importance. An essential process step during tableting is the die filling, as it is responsible for a consistent tablet weight and drug content. Furthermore, it affects the results of subsequent process steps, compaction and ejection, and thus critical quality attributes. This study focuses on understanding the influences of process parameters and material properties on die filling on a rotary tablet press. By the systematic variation in process parameters as the turret and paddle speeds as well as the fill and dosing depths, five formulations with differing properties are processed. Analysis of the normalized tablet weight, called filling yield, revealed different limitation mechanisms of the filling process, i.e., incomplete filled dies for certain parameter settings. Kinetic limitations occur due to a short residence time under the feed frame (filling time) caused by high turret speeds, which additionally induce high tablet weight variation coefficients. Characteristic maximum turret speeds at certain paddle speeds can be found to still achieve complete filling. At low turret speeds, densification of the powder inside the dies takes place, induced by two mechanisms: either high paddle speeds or high overfill ratios, or a combination of both. The challenge to fill the dies completely as well as avoid densification is dependent on material properties as the flowability. The mass discharge rate from an orifice was found to be in a linear correlation to the filling results of different formulations below complete filling.
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12
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Cho CH, Kim JY, Park ES. Effects of process parameters of rotary tablet press on die filling behavior during mini-tablet production: Comparison with conventional tablet. POWDER TECHNOL 2020. [DOI: 10.1016/j.powtec.2019.11.109] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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13
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Mitra B, Thool P, Meruva S, Aycinena JA, Li J, Patel J, Patel K, Agarwal A, Karki S, Bowen W. Decoding the small size challenges of mini-tablets for enhanced dose flexibility and micro-dosing. Int J Pharm 2020; 574:118905. [DOI: 10.1016/j.ijpharm.2019.118905] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2019] [Revised: 11/20/2019] [Accepted: 11/23/2019] [Indexed: 11/15/2022]
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